text: # -*- coding: utf-8 -*-
  from __future__ import division, print_function, absolute_import
  
  import numpy as np
  
  from alpharotate.utils.pretrain_zoo import PretrainModelZoo
  from configs._base_.models.retinanet_r50_fpn import *
  from configs._base_.datasets.dota_detection import *
  from configs._base_.schedules.schedule_1x import *
  
  # schedule
  BATCH_SIZE = 1
  GPU_GROUP = "0,1"
  NUM_GPU = len(GPU_GROUP.strip().split(','))
  LR = 1e-3
  SAVE_WEIGHTS_INTE = 40000 * 2
  DECAY_STEP = np.array(DECAY_EPOCH, np.int32) * SAVE_WEIGHTS_INTE
  MAX_ITERATION = SAVE_WEIGHTS_INTE * MAX_EPOCH
  WARM_SETP = int(WARM_EPOCH * SAVE_WEIGHTS_INTE)
  
  # dataset
  DATASET_NAME = 'DOTA2.0'
  CLASS_NUM = 18
  
  # model
  # backbone
  pretrain_zoo = PretrainModelZoo()
  PRETRAINED_CKPT = pretrain_zoo.pretrain_weight_path(NET_NAME, ROOT_PATH)
  TRAINED_CKPT = os.path.join(ROOT_PATH, 'output/trained_weights')
  
  # loss
  CLS_WEIGHT = 1.0
  REG_WEIGHT = 1.0
  
  VERSION = 'RetinaNet_DOTA2.0_RSDet_2x_20210420'
  
  """
  RSDet-8p
  FLOPs: 680522298;    Trainable params: 33293346
  
  This is your evaluation result for task 1:
  
      mAP: 0.467140470448159
      ap of each class:
      plane:0.7726223340937479,
      baseball-diamond:0.47743060672028564,
      bridge:0.3911535390606563,
      ground-track-field:0.5944893217136774,
      small-vehicle:0.3983351425006348,
      large-vehicle:0.39310037449027385,
      ship:0.49591155195452585,
      tennis-court:0.7648821678895156,
      basketball-court:0.5618059409483068,
      storage-tank:0.5243790498027646,
      soccer-ball-field:0.41333134879331546,
      roundabout:0.5145590119591201,
      harbor:0.44300878977240044,
      swimming-pool:0.5279975364577072,
      helicopter:0.45158822358142103,
      container-crane:0.09442517964997484,
      airport:0.46860079031041624,
      helipad:0.12090755836811845
  
  The submitted information is :
  
  Description: RetinaNet_DOTA2.0_RSDet_2x_20210420_136w
  Username: DetectionTeamCSU
  Institute: UCAS
  Emailadress: yangxue@csu.edu.cn
  TeamMembers: yangxue
  
  """
  
  
  